Fast top-K Cosine Similarity Search through XOR-Friendly Binary Quantization on GPUs

Xiaozheng Jian, Jianqiu Lu, Zexi Yuan +1

We explore the use of GPU for accelerating large scale nearest neighbor search and we propose a fast vector-quantization-based exhaustive nearest neighbor search algorithm that can…